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MODEL: deepcogito Cogito V2 Preview Llama 109B

Provider: deepcogitoSource: fullmodelKey: deepcogito/cogito-v2-preview-llama-109b-moe
Overall
68.9 / 100
Updated Jan 26

Status

adopted

Reasons (from decisions.json):

No published decision record.

A) Absolute Metrics (must exist for all models)

Context length
32,767
Max output tokens
Missing
Missing max output tokens => affects score: performance signals reduced.
Pricing (per 1M tokens)
in: USD 0.00 out: USD 0.00
Modalities
text+image->text
Tool / JSON support
Missing
Missing tool/JSON support => affects score: tooling capability signals reduced.
Training cutoff (evidence)
Missing
Missing training cutoff => affects score: openness signals reduced. status: ok.
Release date (evidence)
2025-09-02T16:46:08.000Z (status: ok)

Score Summary

Overall: 69 / 100

Category Scores (0–100)

  • performance74
  • safety60
  • adoption81
  • openness33
  • cost100

Top drivers

  • evidence_audit_missing_source_link — Evidence indicates missing/failed; penalty applied per policy. missing_evidence — Evidence indicates missing/failed; penalty applied per policy.
  • missing_minor_incidents — Evidence indicates missing/failed; penalty applied per policy.
  • missing_major_incidents — Evidence indicates missing/failed; penalty applied per policy.
  • missing_critical_incidents — Evidence indicates missing/failed; penalty applied per policy.
  • evidence_paper_not_found — Evidence indicates missing/failed; penalty applied per policy. missing_evidence — Evidence indicates missing/failed; penalty applied per policy.

C) Evidence (4 tiles/cards; reasons required if not ok)

Official Page

✅ ok
refs:
  • https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
extracted:
{
  "url": "https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe"
}
reasons:
  • ok — Evidence indicates missing/failed; penalty applied per policy.
  • Only a model registry page was found; primary sources are missing so transparency score was reduced.
How this affected scoring

Evidence verified => no penalty applied for this signal.

Dev Activity

⚠️ missing source link
refs:
  • missing:github_repo
reasons:
  • A source was referenced but no valid link was provided; penalty applied per policy.
  • No public repository link found; development-activity score reduced.
How this affected scoring

missing source link => dev-activity score capped / penalty applied.

Paper

⚠️ not found
refs:
  • arxiv_query:"Cogito V2 Preview Llama 109B"
reasons:
  • No known paper source found; transparency score reduced.
  • No verifiable source found; penalty applied per policy.
How this affected scoring

not found => transparency score reduced / penalty applied.

Audit

⚠️ missing source link
refs:
  • missing:audit_link
reasons:
  • A source was referenced but no valid link was provided; penalty applied per policy.
  • No known audit source found; audit score reduced.
How this affected scoring

missing source link => audit and safety scores reduced / penalty applied.

D) Full Breakdown (every item must show score + inputs + used evidence + why)

ItemScoreInputs (raw)Evidence & Why
General benchmarks90

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Coding benchmarks59

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Math & chat benchmarks69

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Safety documentation0

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Alignment disclosure100

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Misuse policy coverage0

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
External audit & red teaming—

No input data provided.

Why: evidence_audit_missing_source_link — Evidence indicates missing/failed; penalty applied per policy. missing_evidence — Evidence indicates missing/failed; penalty applied per policy.

Evidence not provided.

Missing evidence link (spec violation).

Transparency updates0

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Minor incidents100

No input data provided.

Why: missing_minor_incidents — Evidence indicates missing/failed; penalty applied per policy.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Major incidents100

No input data provided.

Why: missing_major_incidents — Evidence indicates missing/failed; penalty applied per policy.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Critical incidents100

No input data provided.

Why: missing_critical_incidents — Evidence indicates missing/failed; penalty applied per policy.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Model documentation0

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Training data disclosure0

No input data provided.

Why: No reason provided; score derived from available signals.

Evidence: Official page: https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe
Paper / technical report—

No input data provided.

Why: evidence_paper_not_found — Evidence indicates missing/failed; penalty applied per policy. missing_evidence — Evidence indicates missing/failed; penalty applied per policy.

Evidence not provided.

Missing evidence link (spec violation).

External review & transparency—

No input data provided.

Why: evidence_audit_missing_source_link — Evidence indicates missing/failed; penalty applied per policy. missing_evidence — Evidence indicates missing/failed; penalty applied per policy.

Evidence not provided.

Missing evidence link (spec violation).

Missing or failed evidence inputs trigger fixed penalties per policy. No placeholder states are hidden.

References (deduped list)

official_page

  • https://openrouter.ai/models/deepcogito/cogito-v2-preview-llama-109b-moe

repo/dev

No references recorded.

paper

No references recorded.

audit

No references recorded.

other

No references recorded.